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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FKBP9 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
37.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
98.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
81.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
79.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
65.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
62.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
62.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
61.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
59.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
58.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
58.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
56.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
55.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
52.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
51.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
51.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
48.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
48.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
47.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
47.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
47.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
46.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
43.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
42.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
39.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
38.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
37.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
36.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
36.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
36.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
36.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
36.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
33.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
33.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
31.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
30.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
29.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
29.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
28.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
27.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
27.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
26.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
24.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
24.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
23.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
21.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
21.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
20.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
20.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
19.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
19.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
17.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
17.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
16.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
16.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
12.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FKBP9 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
70.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
336.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
295.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
263.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
208.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
189.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
175.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
168.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
149.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
142.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
140.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
138.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
136.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
134.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
132.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
131.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
127.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
126.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
125.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
124.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
122.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
120.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
119.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
119.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
118.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
117.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
115.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
113.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
113.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
112.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
112.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
111.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
111.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
111.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
111.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
111.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
110.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
109.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
109.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
108.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
107.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
107.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
107.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
107.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
107.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
106.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
105.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
104.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
104.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
102.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
102.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
102.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
102.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
101.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
101.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
101.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
100.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
100.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
99.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
99.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
99.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
99.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
98.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
98.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
98.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
97.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
97.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
97.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
97.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
97.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
96.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
96.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
96.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
96.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
96.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
96.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
96.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
95.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
95.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
95.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
94.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
94.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
94.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
94.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
94.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
94.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
94.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
94.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
93.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
93.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
93.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
93.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
93.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
93.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
93.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
93.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
92.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
92.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
92.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
92.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
92.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
92.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
91.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
91.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
91.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
91.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
90.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
90.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
90.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
89.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
89.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
89.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
88.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
88.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
88.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
88.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
88.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
88.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
88.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
87.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
87.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
87.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
87.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
87.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
86.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
86.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
86.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
86.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
85.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
85.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
85.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
85.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
85.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
85.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
84.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
84.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
84.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
84.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
84.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
84.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
84.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
84.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
83.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
83.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
83.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
83.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
83.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
82.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
82.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
82.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
82.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
82.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
82.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
82.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
81.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
81.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
81.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
81.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
81.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
81.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
81.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
81.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
80.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
80.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
80.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
79.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
79.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
79.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
79.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
79.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
79.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
79.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
79.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
78.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
78.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
78.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
78.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
78.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
78.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
78.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
78.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
78.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
78.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
77.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
77.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
77.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
77.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
77.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
77.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
77.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
77.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
77.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
77.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
77.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
77.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
76.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
76.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
76.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
76.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
76.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
76.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
75.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
75.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
75.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
75.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
75.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
74.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
74.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
74.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
74.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
74.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
73.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
73.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
73.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
73.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
73.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
73.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
73.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
73.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
72.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
72.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
72.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
72.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
72.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
72.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
71.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
71.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
71.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
71.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
71.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
71.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
71.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
70.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
70.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
70.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
70.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
70.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
70.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
69.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
69.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
69.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
69.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
68.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
68.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
68.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
68.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
68.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
68.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
68.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
68.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
68.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
68.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
68.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
68.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
67.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
67.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
67.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
67.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
67.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
67.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
67.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
67.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
67.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
67.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
67.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
66.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
66.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
66.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
66.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
66.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
66.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
66.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
66.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
66.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
66.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
65.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
65.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
65.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
65.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
65.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
65.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
65.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
65.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
65.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
64.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
64.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
64.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
64.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
64.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
64.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
64.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
64.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
64.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
64.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
64.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
64.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
64.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
64.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
64.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
63.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
63.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
63.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
63.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
63.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
62.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
62.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
62.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
62.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
62.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
62.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
62.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
62.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
61.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
61.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
61.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
60.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
60.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
60.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
60.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
59.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
59.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
59.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
59.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
59.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
59.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
58.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
58.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
58.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
58.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
58.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
58.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
58.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
57.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
57.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
57.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
57.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
57.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
57.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
57.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
57.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
57.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
57.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
56.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
56.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
56.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
56.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
56.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
56.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
56.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
55.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
55.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
55.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
55.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
55.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
54.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
54.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
54.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
54.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
54.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
54.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
54.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
54.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
54.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
54.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
54.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
54.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
53.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
53.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
53.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
53.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
53.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
53.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
52.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
52.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
52.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
52.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
52.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
52.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
51.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
51.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
51.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
51.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
51.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
51.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
51.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
51.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
51.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
51.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
51.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
50.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
50.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
50.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
50.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
50.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
50.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
49.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
49.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
49.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
49.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
49.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
49.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
49.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
49.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
49.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
49.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
48.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
48.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
48.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
48.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
48.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
48.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
47.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
47.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
47.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
47.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
47.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
47.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
47.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
46.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
46.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
46.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
45.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
45.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
45.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
45.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
45.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
45.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
44.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
44.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
44.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
44.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
44.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
44.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
44.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
43.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
43.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
43.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
43.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
42.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
42.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
42.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
42.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
42.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
41.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
41.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
41.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
40.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
40.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
40.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
40.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
40.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
39.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
39.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
39.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
39.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
38.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
38.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
37.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
37.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
37.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
37.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
37.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
37.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
36.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
36.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
36.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
36.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
35.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
35.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
35.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
34.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
34.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
34.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
34.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
33.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
33.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
33.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
33.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
32.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
31.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
31.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
30.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
30.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
30.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
30.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
29.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
26.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
26.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
25.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
25.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
24.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
23.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
22.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
22.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
21.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
21.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
21.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
20.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
18.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
17.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
16.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FKBP9 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
71.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
155.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
134.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
116.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
114.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
113.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
104.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
100.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
99.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
99.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
99.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
97.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
97.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
95.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
94.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
92.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
91.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
91.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
89.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
89.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
89.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
89.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
88.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
87.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
87.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
85.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
84.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
82.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
81.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
81.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
81.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
79.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
79.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
79.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
78.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
78.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
77.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
77.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
77.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
77.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
77.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
74.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
74.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
73.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
73.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
73.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
73.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
71.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
70.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
69.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
69.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
68.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
67.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
66.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
66.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
66.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
66.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
65.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
64.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
63.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
63.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
63.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
61.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
61.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
60.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
59.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
58.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
57.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
57.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
56.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
56.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
55.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
55.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
55.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
54.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
54.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
54.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
54.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
53.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
53.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
53.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
52.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
51.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
51.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
50.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
48.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
47.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
46.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
45.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
45.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
42.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
41.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
41.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
39.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
38.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
36.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
26.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FKBP9 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
51.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
157.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
155.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
148.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
147.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
141.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
132.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
132.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
127.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
124.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
122.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
122.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
121.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
117.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
116.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
115.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
113.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
110.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
110.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
109.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
104.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
100.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
100.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
99.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
98.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
97.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
96.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
95.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
93.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
92.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
92.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
92.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
91.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
88.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
88.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
88.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
88.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
87.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
87.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
84.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
83.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
82.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
82.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
82.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
82.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
82.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
81.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
81.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
80.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
78.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
77.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
76.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
76.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
76.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
75.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
75.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
74.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
74.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
73.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
73.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
73.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
73.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
72.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
71.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
71.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
70.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
69.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
68.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
68.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
68.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
68.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
67.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
67.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
66.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
66.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
66.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
66.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
65.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
65.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
64.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
64.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
64.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
63.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
63.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
63.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
63.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
63.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
63.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
62.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
62.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
61.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
61.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
61.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
60.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
60.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
59.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
59.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
59.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
59.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
58.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
58.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
57.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
57.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
57.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
57.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
57.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
57.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
57.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
56.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
56.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
56.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
56.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
55.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
55.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
55.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
55.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
54.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
54.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
53.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
53.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
52.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
52.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
52.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
52.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
51.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
50.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
50.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
50.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
50.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
49.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
49.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
49.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
49.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
49.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
49.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
49.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
48.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
48.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
47.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
47.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
46.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
46.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
45.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
45.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
44.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
43.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
43.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
43.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
43.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
42.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
42.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
42.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
41.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
41.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
41.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
41.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
40.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
40.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
40.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
39.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
39.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
39.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
39.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
39.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
38.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
38.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
38.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
37.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
35.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
35.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
34.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
34.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
34.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
34.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
33.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
33.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
33.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
33.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
32.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
32.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
32.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
32.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
31.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
30.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
30.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
30.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
30.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
30.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
30.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
30.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
28.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
28.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
28.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
27.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
27.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
27.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
26.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
26.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
26.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
25.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
25.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
25.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
25.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
24.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
24.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
24.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
24.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
23.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
23.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
23.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
23.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
22.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
22.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
21.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
21.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
20.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
20.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
19.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
19.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
18.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
18.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
18.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
18.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
17.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
16.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
15.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
14.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
14.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
14.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
14.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
14.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
14.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
9.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
9.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
8.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.5
CPT0086950003
Tumor
1.5
CPT0088690003
Tumor
1.3
CPT0063630003
Tumor
0.9
CPT0011410003
Tumor
0.9
CPT0014450004
Tumor
0.8
CPT0085670003
Tumor
0.8
CPT0069160003
Tumor
0.8
CPT0088630003
Tumor
0.8
CPT0088550004
Tumor
0.7
CPT0075130003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0012670003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0084560003
Tumor
0.6
CPT0002350011
Tumor
0.6
CPT0081600003
Tumor
0.6
CPT0025110003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0015810003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0078800003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0092730003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0025230003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0089020003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0012550003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0006900003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0084590001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0012900004
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0063320003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0088500001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0025580004
Tumor
-0.3
CPT0012290003
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0023710001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0012180003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0075570001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0023690003
Tumor
-0.4
CPT0089040001
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0089480003
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0078990003
Tumor
-0.4
CPT0086890003
Normal
-0.4
CPT0077500001
Normal
-0.5
CPT0009080003
Normal
-0.5
CPT0001180009
Tumor
-0.5
CPT0025610001
Normal
-0.5
CPT0001350001
Normal
-0.5
CPT0076350001
Normal
-0.5
CPT0015730003
Tumor
-0.6
CPT0078660003
Tumor
-0.6
CPT0079180003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
